Question 2

A retailer company has developed a polynomial regression model to predict weekly product demand: $D(w) = w^3 - 2w^2 + 5w - 4$, where $D(w)$ represents predicted demand (in units) and $w$ is the week number. Use the remainder theorem to predict demand for 3rd week. If the observed demand is 22 units, calculate the prediction error.